The Probabilistic Mind: Prospects for Bayesian Cognitive ScienceNick Chater, Mike Oaksford The rational analysis method, first proposed by John R. Anderson, has been enormously influential in helping us understand high-level cognitive processes. The Probabilistic Mind is a follow-up to the influential and highly cited 'Rational Models of Cognition' (OUP, 1998). It brings together developments in understanding how, and how far, high-level cognitive processes can be understood in rational terms, and particularly using probabilistic Bayesian methods. It synthesizes and evaluates the progress in the past decade, taking into account developments in Bayesian statistics, statistical analysis of the cognitive 'environment' and a variety of theoretical and experimental lines of research. The scope of the book is broad, covering important recent work in reasoning, decision making, categorization, and memory. Including chapters from many of the leading figures in this field, The Probabilistic Mind will be valuable for psychologists and philosophers interested in cognition. |
From inside the book
Results 1-3 of 86
... decision making : an introduction . Cognition , 49 , 2 , 1–9 . Jou , J. , Shanteau , J. , & Harris , R. J. ( 1996 ) . An information processing view of framing effects : the role of causal schemas in decision making . Memory & Cognition ...
Prospects for Bayesian Cognitive Science Nick Chater, Mike Oaksford. Chapter 12 A decision - by - sampling account of decision under risk Neil Stewart and Keith Simpson University of Warwick , Coventry , UK Abstract In decision by ...
... decision - by - sampling account of decision under risk 261-75 alternative stopping rules 271 attribute values 262-3 binary , ordinal comparison 267 comparison attribute value selection is random 265-6 decision process 268 difference ...
Contents
prospects for a Bayesian cognitive science | 3 |
A primer on probabilistic inference | 33 |
Rational analyses instrumentalism and implementations | 59 |
Copyright | |
20 other sections not shown
Other editions - View all
The Probabilistic Mind: Prospects for Bayesian Cognitive Science Nick Chater,Mike Oaksford Limited preview - 2008 |
The Probabilistic Mind: Prospects for Bayesian Cognitive Science Nick Chater,Mike Oaksford No preview available - 2008 |